Dataset statistics
| Number of variables | 8 |
|---|---|
| Number of observations | 5863014 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 357.9 MiB |
| Average record size in memory | 64.0 B |
Variable types
| NUM | 8 |
|---|
Reproduction
| Analysis started | 2020-11-30 07:43:55.269189 |
|---|---|
| Analysis finished | 2020-11-30 07:50:15.888358 |
| Duration | 6 minutes and 20.62 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
sv_x_1
Real number (ℝ)
| Distinct | 5701019 |
|---|---|
| Distinct (%) | 97.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0002446417092 |
|---|---|
| Minimum | -19.95230865 |
| Maximum | 22.21428871 |
| Zeros | 12 |
| Zeros (%) | < 0.1% |
| Memory size | 44.7 MiB |
Quantile statistics
| Minimum | -19.95230865 |
|---|---|
| 5-th percentile | -0.5788607717 |
| Q1 | -0.1201764792 |
| median | 3.731343895e-06 |
| Q3 | 0.1200574189 |
| 95-th percentile | 0.5806857497 |
| Maximum | 22.21428871 |
| Range | 42.16659737 |
| Interquartile range (IQR) | 0.2402338982 |
Descriptive statistics
| Standard deviation | 0.4179645129 |
|---|---|
| Coefficient of variation (CV) | 1708.476099 |
| Kurtosis | 37.91111022 |
| Mean | 0.0002446417092 |
| Median Absolute Deviation (MAD) | 0.1201185174 |
| Skewness | 0.1182086152 |
| Sum | 1434.337766 |
| Variance | 0.174694334 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 12 | < 0.1% | |
| 0.331188947 | 4 | < 0.1% | |
| -0.04635670781 | 4 | < 0.1% | |
| 0.01779793203 | 4 | < 0.1% | |
| 0.2514414489 | 4 | < 0.1% | |
| 0.1485469639 | 4 | < 0.1% | |
| -0.2604726553 | 4 | < 0.1% | |
| -0.4217190146 | 4 | < 0.1% | |
| -0.06470321119 | 4 | < 0.1% | |
| -0.142794162 | 4 | < 0.1% | |
| 0.2938860655 | 4 | < 0.1% | |
| -0.04102692753 | 4 | < 0.1% | |
| 0.1935519278 | 4 | < 0.1% | |
| -0.07952810824 | 4 | < 0.1% | |
| -0.4572742581 | 4 | < 0.1% | |
| -0.08864177018 | 4 | < 0.1% | |
| 0.2859352827 | 4 | < 0.1% | |
| 0.08546698838 | 4 | < 0.1% | |
| -1.202755928 | 4 | < 0.1% | |
| -0.05911249295 | 4 | < 0.1% | |
| 0.2777745128 | 4 | < 0.1% | |
| 0.07369092852 | 4 | < 0.1% | |
| -0.008864834905 | 4 | < 0.1% | |
| 0.1794166863 | 4 | < 0.1% | |
| -0.3425612748 | 4 | < 0.1% | |
| Other values (5700994) | 5862906 | > 99.9% |
| Value | Count | Frequency (%) | |
| -19.95230865 | 1 | < 0.1% | |
| -16.89748955 | 1 | < 0.1% | |
| -15.89257908 | 1 | < 0.1% | |
| -15.56843472 | 1 | < 0.1% | |
| -15.15325451 | 1 | < 0.1% | |
| -15.00718117 | 1 | < 0.1% | |
| -14.14197063 | 1 | < 0.1% | |
| -14.00798225 | 1 | < 0.1% | |
| -13.87487316 | 1 | < 0.1% | |
| -13.14356422 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 22.21428871 | 1 | < 0.1% | |
| 18.40273285 | 1 | < 0.1% | |
| 17.79675293 | 1 | < 0.1% | |
| 16.82258797 | 1 | < 0.1% | |
| 16.54777336 | 1 | < 0.1% | |
| 15.01085949 | 1 | < 0.1% | |
| 14.87780571 | 1 | < 0.1% | |
| 13.90963173 | 1 | < 0.1% | |
| 12.60430527 | 1 | < 0.1% | |
| 12.19886494 | 1 | < 0.1% |
sv_y_1
Real number (ℝ)
| Distinct | 5647327 |
|---|---|
| Distinct (%) | 96.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0002027701762 |
|---|---|
| Minimum | -23.09705544 |
| Maximum | 19.20538712 |
| Zeros | 12 |
| Zeros (%) | < 0.1% |
| Memory size | 44.7 MiB |
Quantile statistics
| Minimum | -23.09705544 |
|---|---|
| 5-th percentile | -0.5787646413 |
| Q1 | -0.1198664308 |
| median | -5.943700671e-06 |
| Q3 | 0.1199434586 |
| 95-th percentile | 0.5804248899 |
| Maximum | 19.20538712 |
| Range | 42.30244255 |
| Interquartile range (IQR) | 0.2398098893 |
Descriptive statistics
| Standard deviation | 0.4177841625 |
|---|---|
| Coefficient of variation (CV) | 2060.382697 |
| Kurtosis | 36.27257786 |
| Mean | 0.0002027701762 |
| Median Absolute Deviation (MAD) | 0.1199057754 |
| Skewness | 0.08525363388 |
| Sum | 1188.844382 |
| Variance | 0.1745436064 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 12 | < 0.1% | |
| -4.981458187e-05 | 6 | < 0.1% | |
| -0.0006847381592 | 5 | < 0.1% | |
| -0.003088027239 | 5 | < 0.1% | |
| -0.0008279830217 | 5 | < 0.1% | |
| -0.0008096396923 | 5 | < 0.1% | |
| 0.001240774989 | 5 | < 0.1% | |
| 2.129375935e-05 | 5 | < 0.1% | |
| 8.73208046e-05 | 5 | < 0.1% | |
| -0.0001573860645 | 5 | < 0.1% | |
| -0.06530818343 | 5 | < 0.1% | |
| -9.603798389e-05 | 5 | < 0.1% | |
| 9.496510029e-05 | 5 | < 0.1% | |
| 0.003267452121 | 5 | < 0.1% | |
| 0.001190766692 | 5 | < 0.1% | |
| -0.000438913703 | 5 | < 0.1% | |
| -6.555020809e-05 | 5 | < 0.1% | |
| -0.006390705705 | 4 | < 0.1% | |
| -0.001604601741 | 4 | < 0.1% | |
| 0.1355684102 | 4 | < 0.1% | |
| 0.002071261406 | 4 | < 0.1% | |
| 0.1564401984 | 4 | < 0.1% | |
| -0.006863504648 | 4 | < 0.1% | |
| 0.06677801907 | 4 | < 0.1% | |
| -0.0002140849829 | 4 | < 0.1% | |
| Other values (5647302) | 5862889 | > 99.9% |
| Value | Count | Frequency (%) | |
| -23.09705544 | 1 | < 0.1% | |
| -13.96907234 | 1 | < 0.1% | |
| -13.06146908 | 1 | < 0.1% | |
| -13.03571129 | 1 | < 0.1% | |
| -12.8873539 | 1 | < 0.1% | |
| -12.15678787 | 1 | < 0.1% | |
| -12.0312252 | 1 | < 0.1% | |
| -11.89009571 | 1 | < 0.1% | |
| -11.70975685 | 1 | < 0.1% | |
| -11.58790016 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 19.20538712 | 1 | < 0.1% | |
| 18.81658745 | 1 | < 0.1% | |
| 17.090168 | 1 | < 0.1% | |
| 17.06333351 | 1 | < 0.1% | |
| 16.16741753 | 1 | < 0.1% | |
| 15.38654518 | 1 | < 0.1% | |
| 13.32428455 | 1 | < 0.1% | |
| 13.14563847 | 1 | < 0.1% | |
| 12.69900608 | 1 | < 0.1% | |
| 12.56838322 | 1 | < 0.1% |
sv_z_1
Real number (ℝ)
| Distinct | 4439079 |
|---|---|
| Distinct (%) | 75.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.0003523229496 |
|---|---|
| Minimum | -75.28164673 |
| Maximum | 46.86742401 |
| Zeros | 41 |
| Zeros (%) | < 0.1% |
| Memory size | 44.7 MiB |
Quantile statistics
| Minimum | -75.28164673 |
|---|---|
| 5-th percentile | -1.339442307 |
| Q1 | -0.2003314793 |
| median | -1.859664917e-05 |
| Q3 | 0.199906826 |
| 95-th percentile | 1.336519092 |
| Maximum | 46.86742401 |
| Range | 122.1490707 |
| Interquartile range (IQR) | 0.4002383053 |
Descriptive statistics
| Standard deviation | 1.069870718 |
|---|---|
| Coefficient of variation (CV) | -3036.61944 |
| Kurtosis | 52.27733106 |
| Mean | -0.0003523229496 |
| Median Absolute Deviation (MAD) | 0.200122498 |
| Skewness | -0.06590174981 |
| Sum | -2065.674386 |
| Variance | 1.144623353 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 41 | < 0.1% | |
| 2.861022949e-06 | 24 | < 0.1% | |
| -1.14440918e-05 | 24 | < 0.1% | |
| -1.430511475e-06 | 23 | < 0.1% | |
| 5.626678467e-05 | 23 | < 0.1% | |
| -0.0003871917725 | 21 | < 0.1% | |
| -2.813339233e-05 | 21 | < 0.1% | |
| -0.0005483627319 | 21 | < 0.1% | |
| -0.000205039978 | 21 | < 0.1% | |
| -5.722045898e-06 | 21 | < 0.1% | |
| -9.632110596e-05 | 20 | < 0.1% | |
| -6.675720215e-06 | 20 | < 0.1% | |
| -8.106231689e-06 | 20 | < 0.1% | |
| 8.106231689e-06 | 20 | < 0.1% | |
| 4.768371582e-06 | 20 | < 0.1% | |
| -1.71661377e-05 | 20 | < 0.1% | |
| -5.81741333e-05 | 20 | < 0.1% | |
| 1.907348633e-06 | 20 | < 0.1% | |
| -1.049041748e-05 | 20 | < 0.1% | |
| 2.574920654e-05 | 20 | < 0.1% | |
| -0.0001859664917 | 20 | < 0.1% | |
| 4.768371582e-07 | 19 | < 0.1% | |
| -6.38961792e-05 | 19 | < 0.1% | |
| -0.0001335144043 | 19 | < 0.1% | |
| -0.0002918243408 | 19 | < 0.1% | |
| Other values (4439054) | 5862478 | > 99.9% |
| Value | Count | Frequency (%) | |
| -75.28164673 | 1 | < 0.1% | |
| -54.59345627 | 1 | < 0.1% | |
| -50.19379425 | 1 | < 0.1% | |
| -47.04916382 | 1 | < 0.1% | |
| -39.88470459 | 1 | < 0.1% | |
| -37.46429062 | 1 | < 0.1% | |
| -34.18960571 | 1 | < 0.1% | |
| -33.54391861 | 1 | < 0.1% | |
| -33.39282608 | 1 | < 0.1% | |
| -33.33330536 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 46.86742401 | 1 | < 0.1% | |
| 40.83952332 | 1 | < 0.1% | |
| 39.6812439 | 1 | < 0.1% | |
| 38.19394684 | 1 | < 0.1% | |
| 37.08368301 | 1 | < 0.1% | |
| 36.52804947 | 1 | < 0.1% | |
| 35.9955368 | 1 | < 0.1% | |
| 35.19943237 | 1 | < 0.1% | |
| 35.0152626 | 1 | < 0.1% | |
| 34.17871857 | 1 | < 0.1% |
sv_x_2
Real number (ℝ)
| Distinct | 5701779 |
|---|---|
| Distinct (%) | 97.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.032575049e-05 |
|---|---|
| Minimum | -27.17522049 |
| Maximum | 22.15626717 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Memory size | 44.7 MiB |
Quantile statistics
| Minimum | -27.17522049 |
|---|---|
| 5-th percentile | -0.5817135245 |
| Q1 | -0.1188049316 |
| median | -8.115544915e-06 |
| Q3 | 0.1190067958 |
| 95-th percentile | 0.5813378572 |
| Maximum | 22.15626717 |
| Range | 49.33148766 |
| Interquartile range (IQR) | 0.2378117274 |
Descriptive statistics
| Standard deviation | 0.4202702168 |
|---|---|
| Coefficient of variation (CV) | 5232.07333 |
| Kurtosis | 42.76985174 |
| Mean | 8.032575049e-05 |
| Median Absolute Deviation (MAD) | 0.1189099699 |
| Skewness | -0.04238955891 |
| Sum | 470.9509997 |
| Variance | 0.1766270552 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| -0.03051775694 | 5 | < 0.1% | |
| -0.2084047198 | 4 | < 0.1% | |
| -0.03266096115 | 4 | < 0.1% | |
| 0.002174198627 | 4 | < 0.1% | |
| 0.1293505877 | 4 | < 0.1% | |
| -0.1467832923 | 4 | < 0.1% | |
| -0.21851331 | 4 | < 0.1% | |
| -0.0001392960548 | 4 | < 0.1% | |
| -0.0002393871546 | 4 | < 0.1% | |
| -0.3083022535 | 4 | < 0.1% | |
| -0.0002166107297 | 4 | < 0.1% | |
| -0.02174436301 | 4 | < 0.1% | |
| 0.1083830744 | 4 | < 0.1% | |
| 0.5851612687 | 4 | < 0.1% | |
| -0.1259142756 | 4 | < 0.1% | |
| 0.2180934399 | 4 | < 0.1% | |
| 0.2443097234 | 4 | < 0.1% | |
| 0.140327692 | 4 | < 0.1% | |
| 0.04795198888 | 4 | < 0.1% | |
| -0.0721758455 | 4 | < 0.1% | |
| -0.07935704291 | 4 | < 0.1% | |
| 0.1389439404 | 4 | < 0.1% | |
| -0.1977507174 | 4 | < 0.1% | |
| 1.822412014e-05 | 4 | < 0.1% | |
| -0.1486317515 | 4 | < 0.1% | |
| Other values (5701754) | 5862913 | > 99.9% |
| Value | Count | Frequency (%) | |
| -27.17522049 | 1 | < 0.1% | |
| -17.2600174 | 1 | < 0.1% | |
| -17.1227951 | 1 | < 0.1% | |
| -16.73379135 | 1 | < 0.1% | |
| -16.7086792 | 1 | < 0.1% | |
| -16.39861107 | 1 | < 0.1% | |
| -16.09244919 | 1 | < 0.1% | |
| -15.75941658 | 1 | < 0.1% | |
| -15.20872021 | 1 | < 0.1% | |
| -14.21480274 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 22.15626717 | 1 | < 0.1% | |
| 19.72455215 | 1 | < 0.1% | |
| 19.47718811 | 1 | < 0.1% | |
| 18.10756874 | 1 | < 0.1% | |
| 15.5589962 | 1 | < 0.1% | |
| 14.77682686 | 1 | < 0.1% | |
| 14.13148117 | 1 | < 0.1% | |
| 14.10219765 | 1 | < 0.1% | |
| 13.98993874 | 1 | < 0.1% | |
| 12.96756744 | 1 | < 0.1% |
sv_y_2
Real number (ℝ)
| Distinct | 5645816 |
|---|---|
| Distinct (%) | 96.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.297711617e-05 |
|---|---|
| Minimum | -24.42358208 |
| Maximum | 18.51883698 |
| Zeros | 4 |
| Zeros (%) | < 0.1% |
| Memory size | 44.7 MiB |
Quantile statistics
| Minimum | -24.42358208 |
|---|---|
| 5-th percentile | -0.5827077448 |
| Q1 | -0.1188236214 |
| median | 4.302710295e-06 |
| Q3 | 0.1191416215 |
| 95-th percentile | 0.5816628546 |
| Maximum | 18.51883698 |
| Range | 42.94241905 |
| Interquartile range (IQR) | 0.2379652429 |
Descriptive statistics
| Standard deviation | 0.4195247442 |
|---|---|
| Coefficient of variation (CV) | 7918.980392 |
| Kurtosis | 36.86754728 |
| Mean | 5.297711617e-05 |
| Median Absolute Deviation (MAD) | 0.1189795993 |
| Skewness | 0.07848117704 |
| Sum | 310.6055738 |
| Variance | 0.176001011 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.02382709086 | 5 | < 0.1% | |
| -0.0004294216633 | 5 | < 0.1% | |
| -0.001440986991 | 5 | < 0.1% | |
| 0.004689246416 | 5 | < 0.1% | |
| -1.79335475e-05 | 5 | < 0.1% | |
| 0.0001616925001 | 5 | < 0.1% | |
| 0.009951874614 | 5 | < 0.1% | |
| 0.002068057656 | 5 | < 0.1% | |
| -0.001521751285 | 5 | < 0.1% | |
| -0.001864984632 | 5 | < 0.1% | |
| 9.882450104e-05 | 5 | < 0.1% | |
| 0.00195863843 | 5 | < 0.1% | |
| -0.001976698637 | 5 | < 0.1% | |
| 0.001411691308 | 5 | < 0.1% | |
| -0.001784592867 | 5 | < 0.1% | |
| 0.0014988482 | 5 | < 0.1% | |
| 0.00996221602 | 5 | < 0.1% | |
| 0.1019963771 | 4 | < 0.1% | |
| -0.1907868981 | 4 | < 0.1% | |
| -0.002984911203 | 4 | < 0.1% | |
| 0.02205950022 | 4 | < 0.1% | |
| -0.001812040806 | 4 | < 0.1% | |
| -0.002330854535 | 4 | < 0.1% | |
| -0.005127489567 | 4 | < 0.1% | |
| -0.1678472459 | 4 | < 0.1% | |
| Other values (5645791) | 5862897 | > 99.9% |
| Value | Count | Frequency (%) | |
| -24.42358208 | 1 | < 0.1% | |
| -16.87700844 | 1 | < 0.1% | |
| -14.25949383 | 1 | < 0.1% | |
| -13.41429234 | 1 | < 0.1% | |
| -13.2502594 | 1 | < 0.1% | |
| -12.97197342 | 1 | < 0.1% | |
| -12.63814735 | 1 | < 0.1% | |
| -11.94017887 | 1 | < 0.1% | |
| -11.54024792 | 1 | < 0.1% | |
| -11.35221195 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 18.51883698 | 1 | < 0.1% | |
| 16.41994286 | 1 | < 0.1% | |
| 15.25724792 | 1 | < 0.1% | |
| 15.19156933 | 1 | < 0.1% | |
| 14.85486412 | 1 | < 0.1% | |
| 14.216712 | 1 | < 0.1% | |
| 14.02113438 | 1 | < 0.1% | |
| 13.3127203 | 1 | < 0.1% | |
| 13.03768826 | 1 | < 0.1% | |
| 12.8479147 | 1 | < 0.1% |
sv_z_2
Real number (ℝ)
| Distinct | 4465449 |
|---|---|
| Distinct (%) | 76.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.000233997507 |
|---|---|
| Minimum | -132.0452728 |
| Maximum | 134.4137115 |
| Zeros | 25 |
| Zeros (%) | < 0.1% |
| Memory size | 44.7 MiB |
Quantile statistics
| Minimum | -132.0452728 |
|---|---|
| 5-th percentile | -1.387030482 |
| Q1 | -0.2061831653 |
| median | -1.430511475e-05 |
| Q3 | 0.2054956332 |
| 95-th percentile | 1.385781324 |
| Maximum | 134.4137115 |
| Range | 266.4589844 |
| Interquartile range (IQR) | 0.4116787985 |
Descriptive statistics
| Standard deviation | 1.236014105 |
|---|---|
| Coefficient of variation (CV) | -5282.167835 |
| Kurtosis | 361.4626708 |
| Mean | -0.000233997507 |
| Median Absolute Deviation (MAD) | 0.2058486938 |
| Skewness | 0.5402940788 |
| Sum | -1371.93066 |
| Variance | 1.527730868 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 25 | < 0.1% | |
| -2.861022949e-06 | 24 | < 0.1% | |
| -9.536743164e-07 | 23 | < 0.1% | |
| -4.768371582e-07 | 22 | < 0.1% | |
| 4.577636719e-05 | 22 | < 0.1% | |
| -1.621246338e-05 | 22 | < 0.1% | |
| -2.479553223e-05 | 21 | < 0.1% | |
| -0.0001077651978 | 21 | < 0.1% | |
| 9.536743164e-07 | 21 | < 0.1% | |
| 8.964538574e-05 | 21 | < 0.1% | |
| -0.0001850128174 | 20 | < 0.1% | |
| 1.525878906e-05 | 20 | < 0.1% | |
| 0.0002937316895 | 20 | < 0.1% | |
| 0.0001983642578 | 20 | < 0.1% | |
| 9.441375732e-05 | 19 | < 0.1% | |
| 8.106231689e-06 | 19 | < 0.1% | |
| 6.675720215e-06 | 19 | < 0.1% | |
| 6.294250488e-05 | 19 | < 0.1% | |
| 9.536743164e-06 | 19 | < 0.1% | |
| -1.430511475e-05 | 19 | < 0.1% | |
| -0.0001335144043 | 18 | < 0.1% | |
| -3.242492676e-05 | 18 | < 0.1% | |
| -0.0002069473267 | 18 | < 0.1% | |
| 2.861022949e-06 | 18 | < 0.1% | |
| -0.0005693435669 | 18 | < 0.1% | |
| Other values (4465424) | 5862508 | > 99.9% |
| Value | Count | Frequency (%) | |
| -132.0452728 | 1 | < 0.1% | |
| -99.50283813 | 1 | < 0.1% | |
| -95.85018921 | 1 | < 0.1% | |
| -93.48719788 | 1 | < 0.1% | |
| -91.16713715 | 1 | < 0.1% | |
| -88.22518921 | 1 | < 0.1% | |
| -86.88487244 | 1 | < 0.1% | |
| -85.62693024 | 1 | < 0.1% | |
| -82.80230713 | 1 | < 0.1% | |
| -80.23782349 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 134.4137115 | 1 | < 0.1% | |
| 131.5656586 | 1 | < 0.1% | |
| 116.2348785 | 1 | < 0.1% | |
| 109.226387 | 1 | < 0.1% | |
| 106.6209259 | 1 | < 0.1% | |
| 102.1007233 | 1 | < 0.1% | |
| 100.7445602 | 1 | < 0.1% | |
| 95.81751251 | 1 | < 0.1% | |
| 89.77375793 | 1 | < 0.1% | |
| 83.44948578 | 1 | < 0.1% |
| Distinct | 5863014 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 100.8019413 |
|---|---|
| Minimum | 0.02586738243 |
| Maximum | 2541.851816 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 44.7 MiB |
Quantile statistics
| Minimum | 0.02586738243 |
|---|---|
| 5-th percentile | 36.64026692 |
| Q1 | 52.1872514 |
| median | 75.66707106 |
| Q3 | 123.6020144 |
| 95-th percentile | 245.8841433 |
| Maximum | 2541.851816 |
| Range | 2541.825949 |
| Interquartile range (IQR) | 71.414763 |
Descriptive statistics
| Standard deviation | 76.56432612 |
|---|---|
| Coefficient of variation (CV) | 0.7595520995 |
| Kurtosis | 18.86732979 |
| Mean | 100.8019413 |
| Median Absolute Deviation (MAD) | 28.96641922 |
| Skewness | 3.006351939 |
| Sum | 591003192.8 |
| Variance | 5862.096034 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 66.3440112 | 1 | < 0.1% | |
| 81.45308087 | 1 | < 0.1% | |
| 40.67040701 | 1 | < 0.1% | |
| 163.4411317 | 1 | < 0.1% | |
| 93.49651287 | 1 | < 0.1% | |
| 125.4929998 | 1 | < 0.1% | |
| 75.80500765 | 1 | < 0.1% | |
| 49.83967948 | 1 | < 0.1% | |
| 138.1726259 | 1 | < 0.1% | |
| 190.5264728 | 1 | < 0.1% | |
| 60.25751017 | 1 | < 0.1% | |
| 64.52963557 | 1 | < 0.1% | |
| 52.54442823 | 1 | < 0.1% | |
| 107.061834 | 1 | < 0.1% | |
| 178.1764533 | 1 | < 0.1% | |
| 300.2790326 | 1 | < 0.1% | |
| 36.01826859 | 1 | < 0.1% | |
| 213.3202588 | 1 | < 0.1% | |
| 79.87841915 | 1 | < 0.1% | |
| 248.1449451 | 1 | < 0.1% | |
| 187.7727093 | 1 | < 0.1% | |
| 41.44195027 | 1 | < 0.1% | |
| 54.6958952 | 1 | < 0.1% | |
| 32.26582394 | 1 | < 0.1% | |
| 88.68473387 | 1 | < 0.1% | |
| Other values (5862989) | 5862989 | > 99.9% |
| Value | Count | Frequency (%) | |
| 0.02586738243 | 1 | < 0.1% | |
| 0.1009378756 | 1 | < 0.1% | |
| 0.1306259694 | 1 | < 0.1% | |
| 0.1405383796 | 1 | < 0.1% | |
| 0.1528662831 | 1 | < 0.1% | |
| 0.1631203269 | 1 | < 0.1% | |
| 0.1668463462 | 1 | < 0.1% | |
| 0.173893899 | 1 | < 0.1% | |
| 0.1941082639 | 1 | < 0.1% | |
| 0.2123358682 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2541.851816 | 1 | < 0.1% | |
| 2173.023273 | 1 | < 0.1% | |
| 2173.012424 | 1 | < 0.1% | |
| 2170.682467 | 1 | < 0.1% | |
| 2103.140284 | 1 | < 0.1% | |
| 2058.107567 | 1 | < 0.1% | |
| 2055.162629 | 1 | < 0.1% | |
| 1991.899402 | 1 | < 0.1% | |
| 1958.124128 | 1 | < 0.1% | |
| 1852.047037 | 1 | < 0.1% |
| Distinct | 5863014 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 101.4265086 |
|---|---|
| Minimum | 0.01332170947 |
| Maximum | 3734.552375 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 44.7 MiB |
Quantile statistics
| Minimum | 0.01332170947 |
|---|---|
| 5-th percentile | 36.70132823 |
| Q1 | 52.48200575 |
| median | 76.16637443 |
| Q3 | 124.7360844 |
| 95-th percentile | 248.0951704 |
| Maximum | 3734.552375 |
| Range | 3734.539054 |
| Interquartile range (IQR) | 72.25407866 |
Descriptive statistics
| Standard deviation | 78.11631194 |
|---|---|
| Coefficient of variation (CV) | 0.7701764857 |
| Kurtosis | 23.78496867 |
| Mean | 101.4265086 |
| Median Absolute Deviation (MAD) | 29.25413625 |
| Skewness | 3.158468583 |
| Sum | 594665039.8 |
| Variance | 6102.158191 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 73.22482397 | 1 | < 0.1% | |
| 59.83541822 | 1 | < 0.1% | |
| 133.3701889 | 1 | < 0.1% | |
| 255.1547779 | 1 | < 0.1% | |
| 112.1498718 | 1 | < 0.1% | |
| 7.619512802 | 1 | < 0.1% | |
| 20.31300887 | 1 | < 0.1% | |
| 136.814408 | 1 | < 0.1% | |
| 93.56310719 | 1 | < 0.1% | |
| 333.8272574 | 1 | < 0.1% | |
| 67.2734165 | 1 | < 0.1% | |
| 81.6045558 | 1 | < 0.1% | |
| 44.14665776 | 1 | < 0.1% | |
| 156.9174234 | 1 | < 0.1% | |
| 76.05637107 | 1 | < 0.1% | |
| 113.5036676 | 1 | < 0.1% | |
| 58.77014603 | 1 | < 0.1% | |
| 267.3447647 | 1 | < 0.1% | |
| 143.7932372 | 1 | < 0.1% | |
| 47.60138775 | 1 | < 0.1% | |
| 86.32643953 | 1 | < 0.1% | |
| 137.5181863 | 1 | < 0.1% | |
| 68.65873129 | 1 | < 0.1% | |
| 85.02371655 | 1 | < 0.1% | |
| 70.68728012 | 1 | < 0.1% | |
| Other values (5862989) | 5862989 | > 99.9% |
| Value | Count | Frequency (%) | |
| 0.01332170947 | 1 | < 0.1% | |
| 0.0409893174 | 1 | < 0.1% | |
| 0.04353435707 | 1 | < 0.1% | |
| 0.04623922173 | 1 | < 0.1% | |
| 0.05092556226 | 1 | < 0.1% | |
| 0.05511336583 | 1 | < 0.1% | |
| 0.05846279278 | 1 | < 0.1% | |
| 0.06457173341 | 1 | < 0.1% | |
| 0.06870826309 | 1 | < 0.1% | |
| 0.07120767174 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 3734.552375 | 1 | < 0.1% | |
| 3175.170018 | 1 | < 0.1% | |
| 3145.662063 | 1 | < 0.1% | |
| 2740.767183 | 1 | < 0.1% | |
| 2652.070194 | 1 | < 0.1% | |
| 2538.038505 | 1 | < 0.1% | |
| 2486.902728 | 1 | < 0.1% | |
| 2450.050754 | 1 | < 0.1% | |
| 2421.673712 | 1 | < 0.1% | |
| 2408.071252 | 1 | < 0.1% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| sv_x_1 | sv_y_1 | sv_z_1 | sv_x_2 | sv_y_2 | sv_z_2 | p_t_vis_1 | p_t_vis_2 | |
|---|---|---|---|---|---|---|---|---|
| 0 | 0.023583 | 0.019393 | 0.005763 | -0.581665 | -0.513909 | 0.018126 | 33.753041 | 52.583766 |
| 1 | 0.264949 | -0.061602 | -0.161944 | -0.120283 | -0.045656 | -0.260196 | 37.600309 | 127.553300 |
| 2 | 0.238845 | 0.233997 | 0.112015 | -0.280071 | 0.057288 | 0.059971 | 59.091590 | 67.625778 |
| 3 | -0.005463 | 0.055390 | 0.092998 | 0.429833 | -1.008276 | 3.836661 | 65.426963 | 145.224950 |
| 4 | 0.066919 | 0.085073 | -0.095757 | 0.065669 | 0.054346 | 0.027046 | 56.050964 | 80.801777 |
| 5 | -0.120108 | 0.099172 | -0.178877 | 0.113925 | -0.092769 | -0.437077 | 83.218779 | 128.657979 |
| 6 | 0.198050 | 0.059860 | 0.352347 | -0.093828 | -0.066279 | 0.317293 | 135.957500 | 102.965963 |
| 7 | 0.102937 | -0.083549 | 0.053707 | -0.216166 | 0.148508 | 0.085763 | 43.157780 | 50.276410 |
| 8 | 0.258645 | -0.114208 | -0.215292 | -0.022894 | 0.022106 | -0.041710 | 42.011754 | 78.981413 |
| 9 | 0.234155 | -0.281528 | 1.579283 | -0.305916 | 0.395407 | 1.754387 | 222.673875 | 158.471221 |
Last rows
| sv_x_1 | sv_y_1 | sv_z_1 | sv_x_2 | sv_y_2 | sv_z_2 | p_t_vis_1 | p_t_vis_2 | |
|---|---|---|---|---|---|---|---|---|
| 5863004 | 0.350872 | -0.079026 | 1.186877 | -0.009211 | 0.031813 | 0.027618 | 149.568746 | 53.201092 |
| 5863005 | 0.126302 | -1.416215 | 2.494135 | 0.061598 | 0.001154 | 0.050598 | 93.966797 | 70.720492 |
| 5863006 | 0.237066 | -0.077540 | 0.696777 | -0.003176 | 0.006155 | 0.003661 | 195.890403 | 43.742224 |
| 5863007 | -0.011880 | 0.043657 | 0.059585 | -0.065304 | -0.083570 | 0.221236 | 113.399669 | 114.933981 |
| 5863008 | -0.206547 | -1.320174 | -0.840416 | -0.052679 | -0.027292 | -0.005714 | 76.297871 | 41.280920 |
| 5863009 | 0.052236 | 0.014528 | 0.003133 | 0.584650 | 0.334812 | -0.711920 | 69.400115 | 279.673862 |
| 5863010 | 0.005442 | 0.009449 | -0.000291 | 0.112904 | -0.323324 | 0.006656 | 97.107399 | 37.961199 |
| 5863011 | 0.025354 | -0.009183 | 0.022112 | 0.017088 | 0.004278 | -0.028219 | 46.205814 | 86.167163 |
| 5863012 | -0.030071 | 0.223568 | 0.407931 | -0.386126 | -0.197205 | 1.091975 | 80.176336 | 169.524357 |
| 5863013 | 0.046878 | -0.206266 | -0.120727 | 0.120289 | -0.073203 | -0.212698 | 153.087912 | 129.565796 |